Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 9132 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Text | 11 |
| Numeric | 9 |
is_remote is highly imbalanced (81.7%) | Imbalance |
Reproduction
| Analysis started | 2024-07-06 05:53:52.252549 |
|---|---|
| Analysis finished | 2024-07-06 05:54:08.993366 |
| Duration | 16.74 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Job_role
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| Software Developer | |
|---|---|
| Software Engineer | |
| Web Developer | |
| Data Analyst | |
| Data Scientist | |
| Other values (27) |
Length
| Max length | 30 |
|---|---|
| Median length | 21 |
| Mean length | 15.318441 |
| Min length | 7 |
Characters and Unicode
| Total characters | 139888 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Data Analyst |
|---|---|
| 2nd row | Data Analyst |
| 3rd row | Data Analyst |
| 4th row | Data Analyst |
| 5th row | Data Analyst |
Common Values
| Value | Count | Frequency (%) |
| Software Developer | 1065 | 11.7% |
| Software Engineer | 922 | 10.1% |
| Web Developer | 812 | 8.9% |
| Data Analyst | 762 | 8.3% |
| Data Scientist | 540 | 5.9% |
| Web Designer | 461 | 5.0% |
| Digital Marketing Executive | 361 | 4.0% |
| Sr. Data Analyst | 324 | 3.5% |
| Content Writer | 303 | 3.3% |
| Associate | 284 | 3.1% |
| Other values (22) | 3298 |
Length
| Value | Count | Frequency (%) |
| developer | 2251 | |
| data | 2244 | |
| software | 2183 | |
| engineer | 1586 | 8.5% |
| executive | 1463 | 7.9% |
| analyst | 1432 | 7.7% |
| web | 1273 | 6.8% |
| scientist | 688 | 3.7% |
| sr | 668 | 3.6% |
| business | 536 | 2.9% |
| Other values (22) | 4287 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21765 | |
| t | 11979 | 8.6% |
| a | 10399 | 7.4% |
| 9479 | 6.8% | |
| r | 9111 | 6.5% |
| n | 8192 | 5.9% |
| i | 7378 | 5.3% |
| o | 6230 | 4.5% |
| D | 5664 | 4.0% |
| l | 5163 | 3.7% |
| Other values (31) | 44528 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 110368 | |
| Uppercase Letter | 18960 | 13.6% |
| Space Separator | 9479 | 6.8% |
| Other Punctuation | 859 | 0.6% |
| Connector Punctuation | 222 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 21765 | |
| t | 11979 | |
| a | 10399 | |
| r | 9111 | |
| n | 8192 | 7.4% |
| i | 7378 | 6.7% |
| o | 6230 | 5.6% |
| l | 5163 | 4.7% |
| s | 5011 | 4.5% |
| v | 3984 | 3.6% |
| Other values (13) | 21156 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 5664 | |
| S | 4091 | |
| E | 3187 | |
| A | 1845 | 9.7% |
| W | 1576 | 8.3% |
| M | 645 | 3.4% |
| C | 619 | 3.3% |
| B | 536 | 2.8% |
| O | 257 | 1.4% |
| R | 234 | 1.2% |
| Other values (4) | 306 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 748 | |
| / | 111 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 9479 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 129328 | |
| Common | 10560 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 21765 | |
| t | 11979 | 9.3% |
| a | 10399 | 8.0% |
| r | 9111 | 7.0% |
| n | 8192 | 6.3% |
| i | 7378 | 5.7% |
| o | 6230 | 4.8% |
| D | 5664 | 4.4% |
| l | 5163 | 4.0% |
| s | 5011 | 3.9% |
| Other values (27) | 38436 |
Common
| Value | Count | Frequency (%) |
| 9479 | ||
| . | 748 | 7.1% |
| _ | 222 | 2.1% |
| / | 111 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 139888 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 21765 | |
| t | 11979 | 8.6% |
| a | 10399 | 7.4% |
| 9479 | 6.8% | |
| r | 9111 | 6.5% |
| n | 8192 | 5.9% |
| i | 7378 | 5.3% |
| o | 6230 | 4.5% |
| D | 5664 | 4.0% |
| l | 5163 | 3.7% |
| Other values (31) | 44528 |
Company
Text
| Distinct | 5095 |
|---|---|
| Distinct (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 100 |
|---|---|
| Median length | 60 |
| Mean length | 16.403417 |
| Min length | 1 |
Characters and Unicode
| Total characters | 149796 |
|---|---|
| Distinct characters | 82 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3654 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | Outscal Technologies |
|---|---|
| 2nd row | Redbus |
| 3rd row | Amiha Agro |
| 4th row | A K Infra Reality Developers |
| 5th row | Bolla Management |
| Value | Count | Frequency (%) |
| solutions | 643 | 3.2% |
| technologies | 630 | 3.1% |
| ltd | 434 | 2.1% |
| services | 409 | 2.0% |
| pvt | 395 | 2.0% |
| software | 265 | 1.3% |
| india | 246 | 1.2% |
| accenture | 228 | 1.1% |
| consulting | 220 | 1.1% |
| infotech | 196 | 1.0% |
| Other values (5841) | 16587 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 13434 | 9.0% |
| 11147 | 7.4% | |
| n | 9846 | 6.6% |
| o | 9802 | 6.5% |
| i | 9569 | 6.4% |
| t | 9173 | 6.1% |
| a | 8507 | 5.7% |
| s | 7497 | 5.0% |
| r | 6943 | 4.6% |
| l | 5775 | 3.9% |
| Other values (72) | 58103 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 111723 | |
| Uppercase Letter | 25108 | 16.8% |
| Space Separator | 11147 | 7.4% |
| Other Punctuation | 962 | 0.6% |
| Decimal Number | 414 | 0.3% |
| Close Punctuation | 166 | 0.1% |
| Open Punctuation | 166 | 0.1% |
| Dash Punctuation | 100 | 0.1% |
| Math Symbol | 5 | < 0.1% |
| Connector Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 13434 | |
| n | 9846 | 8.8% |
| o | 9802 | 8.8% |
| i | 9569 | 8.6% |
| t | 9173 | 8.2% |
| a | 8507 | 7.6% |
| s | 7497 | 6.7% |
| r | 6943 | 6.2% |
| l | 5775 | 5.2% |
| c | 5211 | 4.7% |
| Other values (16) | 25966 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3430 | |
| I | 2263 | 9.0% |
| T | 2229 | 8.9% |
| C | 2001 | 8.0% |
| A | 1791 | 7.1% |
| P | 1505 | 6.0% |
| L | 1384 | 5.5% |
| M | 1261 | 5.0% |
| E | 1248 | 5.0% |
| D | 1060 | 4.2% |
| Other values (16) | 6936 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 639 | |
| & | 140 | 14.6% |
| ; | 85 | 8.8% |
| , | 73 | 7.6% |
| / | 12 | 1.2% |
| @ | 5 | 0.5% |
| ' | 3 | 0.3% |
| : | 3 | 0.3% |
| \ | 1 | 0.1% |
| % | 1 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 97 | |
| 7 | 78 | |
| 4 | 49 | |
| 0 | 47 | |
| 6 | 30 | 7.2% |
| 1 | 28 | 6.8% |
| 3 | 26 | 6.3% |
| 5 | 24 | 5.8% |
| 9 | 21 | 5.1% |
| 8 | 14 | 3.4% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 165 | |
| ] | 1 | 0.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 165 | |
| [ | 1 | 0.6% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 3 | |
| | | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 11147 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 100 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 136831 | |
| Common | 12965 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 13434 | 9.8% |
| n | 9846 | 7.2% |
| o | 9802 | 7.2% |
| i | 9569 | 7.0% |
| t | 9173 | 6.7% |
| a | 8507 | 6.2% |
| s | 7497 | 5.5% |
| r | 6943 | 5.1% |
| l | 5775 | 4.2% |
| c | 5211 | 3.8% |
| Other values (42) | 51074 |
Common
| Value | Count | Frequency (%) |
| 11147 | ||
| . | 639 | 4.9% |
| ) | 165 | 1.3% |
| ( | 165 | 1.3% |
| & | 140 | 1.1% |
| - | 100 | 0.8% |
| 2 | 97 | 0.7% |
| ; | 85 | 0.7% |
| 7 | 78 | 0.6% |
| , | 73 | 0.6% |
| Other values (20) | 276 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149795 | |
| Punctuation | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 13434 | 9.0% |
| 11147 | 7.4% | |
| n | 9846 | 6.6% |
| o | 9802 | 6.5% |
| i | 9569 | 6.4% |
| t | 9173 | 6.1% |
| a | 8507 | 5.7% |
| s | 7497 | 5.0% |
| r | 6943 | 4.6% |
| l | 5775 | 3.9% |
| Other values (71) | 58102 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
job_pay
Real number (ℝ)
| Distinct | 7391 |
|---|---|
| Distinct (%) | 80.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 772692.83 |
| Minimum | 46093.75 |
|---|---|
| Maximum | 15750000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 46093.75 |
|---|---|
| 5-th percentile | 257239.9 |
| Q1 | 496791.28 |
| median | 695397.63 |
| Q3 | 944418.71 |
| 95-th percentile | 1478020.5 |
| Maximum | 15750000 |
| Range | 15703906 |
| Interquartile range (IQR) | 447627.43 |
Descriptive statistics
| Standard deviation | 487425.85 |
|---|---|
| Coefficient of variation (CV) | 0.63081452 |
| Kurtosis | 148.23838 |
| Mean | 772692.83 |
| Median Absolute Deviation (MAD) | 221351.64 |
| Skewness | 6.8871465 |
| Sum | 7.0562309 × 109 |
| Variance | 2.3758396 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 350000 | 74 | 0.8% |
| 325000 | 72 | 0.8% |
| 450000 | 63 | 0.7% |
| 300000 | 60 | 0.7% |
| 343673.5147 | 58 | 0.6% |
| 400000 | 51 | 0.6% |
| 250000 | 49 | 0.5% |
| 275000 | 46 | 0.5% |
| 550000 | 41 | 0.4% |
| 500000 | 37 | 0.4% |
| Other values (7381) | 8581 |
| Value | Count | Frequency (%) |
| 46093.75 | 1 | < 0.1% |
| 50000 | 1 | < 0.1% |
| 55000 | 1 | < 0.1% |
| 60000 | 4 | |
| 65000 | 2 | |
| 66250 | 1 | < 0.1% |
| 68750 | 2 | |
| 75000 | 3 | |
| 76562.5 | 1 | < 0.1% |
| 82812.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15750000 | 1 | |
| 12750000 | 1 | |
| 6914741.071 | 1 | |
| 4660416.667 | 1 | |
| 4447596.822 | 1 | |
| 4252203.621 | 1 | |
| 4250000 | 1 | |
| 4235628.912 | 1 | |
| 4186134.595 | 1 | |
| 4170214.782 | 1 |
location
Text
| Distinct | 1048 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 130 |
|---|---|
| Median length | 106 |
| Mean length | 13.273544 |
| Min length | 4 |
Characters and Unicode
| Total characters | 121214 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 719 ? |
|---|---|
| Unique (%) | 7.9% |
Sample
| 1st row | Remote |
|---|---|
| 2nd row | Bangalore Rural |
| 3rd row | Ahmedabad(Shyamal Cross Road) |
| 4th row | Lucknow |
| 5th row | Hyderabad(Kondapur) |
| Value | Count | Frequency (%) |
| bengaluru | 1876 | |
| delhi | 1600 | 10.0% |
| mumbai | 1271 | 8.0% |
| new | 1240 | 7.8% |
| gurugram | 1203 | 7.5% |
| noida | 1046 | 6.6% |
| pune | 965 | 6.1% |
| hyderabad | 849 | 5.3% |
| chennai | 805 | 5.1% |
| kolkata | 510 | 3.2% |
| Other values (707) | 4575 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15140 | 12.5% |
| u | 10368 | 8.6% |
| e | 10042 | 8.3% |
| r | 8306 | 6.9% |
| 6810 | 5.6% | |
| i | 6588 | 5.4% |
| n | 6195 | 5.1% |
| l | 5383 | 4.4% |
| d | 4952 | 4.1% |
| , | 4340 | 3.6% |
| Other values (59) | 43090 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 91757 | |
| Uppercase Letter | 16472 | 13.6% |
| Space Separator | 6810 | 5.6% |
| Other Punctuation | 4742 | 3.9% |
| Open Punctuation | 531 | 0.4% |
| Close Punctuation | 531 | 0.4% |
| Dash Punctuation | 161 | 0.1% |
| Decimal Number | 153 | 0.1% |
| Math Symbol | 57 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 15140 | |
| u | 10368 | |
| e | 10042 | |
| r | 8306 | |
| i | 6588 | 7.2% |
| n | 6195 | 6.8% |
| l | 5383 | 5.9% |
| d | 4952 | 5.4% |
| g | 4011 | 4.4% |
| h | 3892 | 4.2% |
| Other values (15) | 16880 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2555 | |
| B | 2414 | |
| D | 1708 | |
| G | 1555 | |
| M | 1520 | |
| H | 1223 | |
| P | 1164 | |
| C | 1059 | |
| K | 771 | 4.7% |
| A | 713 | 4.3% |
| Other values (15) | 1790 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 45 | |
| 2 | 32 | |
| 6 | 16 | 10.5% |
| 0 | 16 | 10.5% |
| 3 | 14 | 9.2% |
| 5 | 11 | 7.2% |
| 4 | 10 | 6.5% |
| 8 | 4 | 2.6% |
| 9 | 3 | 2.0% |
| 7 | 2 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4340 | |
| / | 395 | 8.3% |
| . | 4 | 0.1% |
| & | 3 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 6810 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 531 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 531 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 161 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 57 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 108229 | |
| Common | 12985 | 10.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 15140 | |
| u | 10368 | 9.6% |
| e | 10042 | 9.3% |
| r | 8306 | 7.7% |
| i | 6588 | 6.1% |
| n | 6195 | 5.7% |
| l | 5383 | 5.0% |
| d | 4952 | 4.6% |
| g | 4011 | 3.7% |
| h | 3892 | 3.6% |
| Other values (40) | 33352 |
Common
| Value | Count | Frequency (%) |
| 6810 | ||
| , | 4340 | |
| ( | 531 | 4.1% |
| ) | 531 | 4.1% |
| / | 395 | 3.0% |
| - | 161 | 1.2% |
| + | 57 | 0.4% |
| 1 | 45 | 0.3% |
| 2 | 32 | 0.2% |
| 6 | 16 | 0.1% |
| Other values (9) | 67 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121213 | |
| None | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 15140 | 12.5% |
| u | 10368 | 8.6% |
| e | 10042 | 8.3% |
| r | 8306 | 6.9% |
| 6810 | 5.6% | |
| i | 6588 | 5.4% |
| n | 6195 | 5.1% |
| l | 5383 | 4.4% |
| d | 4952 | 4.1% |
| , | 4340 | 3.6% |
| Other values (58) | 43089 |
None
| Value | Count | Frequency (%) |
| Â | 1 |
review
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.810184 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 3.5 |
| median | 4 |
| Q3 | 4.3 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.76833575 |
|---|---|
| Coefficient of variation (CV) | 0.20165319 |
| Kurtosis | 1.7893354 |
| Mean | 3.810184 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -1.1316837 |
| Sum | 34794.6 |
| Variance | 0.59033982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1039 | 11.4% |
| 4.1 | 671 | 7.3% |
| 4.2 | 584 | 6.4% |
| 3.9 | 530 | 5.8% |
| 3.8 | 526 | 5.8% |
| 4.3 | 477 | 5.2% |
| 3.7 | 455 | 5.0% |
| 5 | 437 | 4.8% |
| 3.6 | 427 | 4.7% |
| 4.4 | 377 | 4.1% |
| Other values (31) | 3609 |
| Value | Count | Frequency (%) |
| 1 | 49 | |
| 1.1 | 25 | |
| 1.2 | 34 | |
| 1.3 | 34 | |
| 1.4 | 17 | 0.2% |
| 1.5 | 27 | |
| 1.6 | 20 | |
| 1.7 | 29 | |
| 1.8 | 28 | |
| 1.9 | 33 |
| Value | Count | Frequency (%) |
| 5 | 437 | |
| 4.9 | 154 | 1.7% |
| 4.8 | 202 | 2.2% |
| 4.7 | 263 | 2.9% |
| 4.6 | 189 | 2.1% |
| 4.5 | 284 | |
| 4.4 | 377 | |
| 4.3 | 477 | |
| 4.2 | 584 | |
| 4.1 | 671 |
Job post length
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.848555 |
| Minimum | 3 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 16 |
| median | 22 |
| Q3 | 32 |
| 95-th percentile | 53.45 |
| Maximum | 70 |
| Range | 67 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.875313 |
|---|---|
| Coefficient of variation (CV) | 0.49810573 |
| Kurtosis | 1.5108794 |
| Mean | 25.848555 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.3187415 |
| Sum | 236049 |
| Variance | 165.77369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 596 | 6.5% |
| 13 | 572 | 6.3% |
| 14 | 502 | 5.5% |
| 17 | 471 | 5.2% |
| 16 | 411 | 4.5% |
| 12 | 400 | 4.4% |
| 25 | 354 | 3.9% |
| 19 | 351 | 3.8% |
| 20 | 322 | 3.5% |
| 22 | 289 | 3.2% |
| Other values (56) | 4864 |
| Value | Count | Frequency (%) |
| 3 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 19 | 0.2% |
| 8 | 6 | 0.1% |
| 9 | 33 | 0.4% |
| 10 | 42 | 0.5% |
| 11 | 91 | 1.0% |
| 12 | 400 | |
| 13 | 572 | |
| 14 | 502 |
| Value | Count | Frequency (%) |
| 70 | 52 | |
| 69 | 16 | 0.2% |
| 68 | 33 | |
| 67 | 41 | |
| 66 | 19 | 0.2% |
| 65 | 25 | |
| 64 | 21 | |
| 63 | 16 | 0.2% |
| 62 | 24 | |
| 61 | 35 |
min_year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9132 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9132 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9132 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 4419 | |
| 1 | 3202 | |
| 0 | 1511 | 16.5% |
max_year
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4250986 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 54 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6878186 |
|---|---|
| Coefficient of variation (CV) | 0.38141943 |
| Kurtosis | 9.3456492 |
| Mean | 4.4250986 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1700083 |
| Sum | 40410 |
| Variance | 2.8487315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2064 | |
| 3 | 1935 | |
| 4 | 1893 | |
| 6 | 1175 | |
| 2 | 963 | |
| 7 | 910 | |
| 8 | 63 | 0.7% |
| 0 | 54 | 0.6% |
| 10 | 38 | 0.4% |
| 9 | 11 | 0.1% |
| Other values (8) | 26 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.6% |
| 2 | 963 | |
| 3 | 1935 | |
| 4 | 1893 | |
| 5 | 2064 | |
| 6 | 1175 | |
| 7 | 910 | |
| 8 | 63 | 0.7% |
| 9 | 11 | 0.1% |
| 10 | 38 | 0.4% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 9 | 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 7 | 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 38 | |
| 9 | 11 | 0.1% |
more_branch
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7947876 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.7469855 |
|---|---|
| Coefficient of variation (CV) | 0.97336618 |
| Kurtosis | 6.7652723 |
| Mean | 1.7947876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6865869 |
| Sum | 16390 |
| Variance | 3.0519584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 6529 | |
| 2 | 1164 | 12.7% |
| 3 | 485 | 5.3% |
| 8 | 388 | 4.2% |
| 4 | 195 | 2.1% |
| 5 | 194 | 2.1% |
| 6 | 96 | 1.1% |
| 7 | 52 | 0.6% |
| 9 | 13 | 0.1% |
| 11 | 8 | 0.1% |
| Other values (3) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 6529 | |
| 2 | 1164 | 12.7% |
| 3 | 485 | 5.3% |
| 4 | 195 | 2.1% |
| 5 | 194 | 2.1% |
| 6 | 96 | 1.1% |
| 7 | 52 | 0.6% |
| 8 | 388 | 4.2% |
| 9 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 13 | 3 | < 0.1% |
| 11 | 8 | 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 13 | 0.1% |
| 8 | 388 | |
| 7 | 52 | 0.6% |
| 6 | 96 | 1.1% |
| 5 | 194 | 2.1% |
| 4 | 195 | |
| 3 | 485 |
+3_branches
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9132 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9132 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9132 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
days
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.58191 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 14 |
| Q3 | 30 |
| 95-th percentile | 30 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 12.294597 |
|---|---|
| Coefficient of variation (CV) | 0.74144641 |
| Kurtosis | -1.8770031 |
| Mean | 16.58191 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.047275144 |
| Sum | 151426 |
| Variance | 151.15713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 3695 | |
| 4 | 3157 | |
| 1 | 339 | 3.7% |
| 5 | 200 | 2.2% |
| 13 | 144 | 1.6% |
| 7 | 138 | 1.5% |
| 8 | 128 | 1.4% |
| 6 | 116 | 1.3% |
| 12 | 101 | 1.1% |
| 15 | 91 | 1.0% |
| Other values (21) | 1023 | 11.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 339 | 3.7% |
| 2 | 62 | 0.7% |
| 3 | 30 | 0.3% |
| 4 | 3157 | |
| 5 | 200 | 2.2% |
| 6 | 116 | 1.3% |
| 7 | 138 | 1.5% |
| 8 | 128 | 1.4% |
| 9 | 27 | 0.3% |
| Value | Count | Frequency (%) |
| 30 | 3695 | |
| 29 | 63 | 0.7% |
| 28 | 60 | 0.7% |
| 27 | 75 | 0.8% |
| 26 | 61 | 0.7% |
| 25 | 54 | 0.6% |
| 24 | 22 | 0.2% |
| 23 | 32 | 0.4% |
| 22 | 84 | 0.9% |
| 21 | 59 | 0.6% |
skill_1
Text
| Distinct | 1561 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 227 |
|---|---|
| Median length | 37 |
| Mean length | 11.859286 |
| Min length | 1 |
Characters and Unicode
| Total characters | 108299 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 891 ? |
|---|---|
| Unique (%) | 9.8% |
Sample
| 1st row | data analysis |
|---|---|
| 2nd row | sql |
| 3rd row | statistical data analysis |
| 4th row | data visualization |
| 5th row | vba coding |
| Value | Count | Frequency (%) |
| data | 876 | 5.8% |
| analysis | 755 | 5.0% |
| science | 466 | 3.1% |
| computer | 465 | 3.1% |
| management | 377 | 2.5% |
| development | 317 | 2.1% |
| web | 247 | 1.6% |
| skills | 247 | 1.6% |
| c | 209 | 1.4% |
| marketing | 203 | 1.3% |
| Other values (1172) | 11014 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11048 | 10.2% |
| a | 10820 | 10.0% |
| n | 8659 | 8.0% |
| i | 8405 | 7.8% |
| s | 7972 | 7.4% |
| t | 7830 | 7.2% |
| 6045 | 5.6% | |
| c | 5965 | 5.5% |
| o | 5486 | 5.1% |
| r | 5251 | 4.8% |
| Other values (29) | 30818 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101811 | |
| Space Separator | 6045 | 5.6% |
| Other Punctuation | 216 | 0.2% |
| Math Symbol | 178 | 0.2% |
| Decimal Number | 49 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11048 | |
| a | 10820 | |
| n | 8659 | 8.5% |
| i | 8405 | 8.3% |
| s | 7972 | 7.8% |
| t | 7830 | 7.7% |
| c | 5965 | 5.9% |
| o | 5486 | 5.4% |
| r | 5251 | 5.2% |
| l | 5145 | 5.1% |
| Other values (16) | 25230 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 25 | |
| 3 | 11 | |
| 0 | 5 | 10.2% |
| 1 | 3 | 6.1% |
| 5 | 2 | 4.1% |
| 6 | 2 | 4.1% |
| 4 | 1 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 104 | |
| . | 97 | |
| / | 12 | 5.6% |
| & | 3 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 6045 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 101811 | |
| Common | 6488 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11048 | |
| a | 10820 | |
| n | 8659 | 8.5% |
| i | 8405 | 8.3% |
| s | 7972 | 7.8% |
| t | 7830 | 7.7% |
| c | 5965 | 5.9% |
| o | 5486 | 5.4% |
| r | 5251 | 5.2% |
| l | 5145 | 5.1% |
| Other values (16) | 25230 |
Common
| Value | Count | Frequency (%) |
| 6045 | ||
| + | 178 | 2.7% |
| # | 104 | 1.6% |
| . | 97 | 1.5% |
| 2 | 25 | 0.4% |
| / | 12 | 0.2% |
| 3 | 11 | 0.2% |
| 0 | 5 | 0.1% |
| & | 3 | < 0.1% |
| 1 | 3 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 11048 | 10.2% |
| a | 10820 | 10.0% |
| n | 8659 | 8.0% |
| i | 8405 | 7.8% |
| s | 7972 | 7.4% |
| t | 7830 | 7.2% |
| 6045 | 5.6% | |
| c | 5965 | 5.5% |
| o | 5486 | 5.1% |
| r | 5251 | 4.8% |
| Other values (29) | 30818 |
skill_2
Text
| Distinct | 1776 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 176 |
|---|---|
| Median length | 38 |
| Mean length | 11.604468 |
| Min length | 1 |
Characters and Unicode
| Total characters | 105972 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1014 ? |
|---|---|
| Unique (%) | 11.1% |
Sample
| 1st row | data visualization |
|---|---|
| 2nd row | mis reporting |
| 3rd row | data analytics |
| 4th row | data extraction |
| 5th row | power bi |
| Value | Count | Frequency (%) |
| data | 1016 | 6.8% |
| analysis | 817 | 5.5% |
| web | 478 | 3.2% |
| management | 375 | 2.5% |
| development | 301 | 2.0% |
| technologies | 259 | 1.7% |
| c | 217 | 1.4% |
| front | 203 | 1.4% |
| end | 199 | 1.3% |
| jquery | 177 | 1.2% |
| Other values (1288) | 10938 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11187 | 10.6% |
| e | 10829 | 10.2% |
| n | 8761 | 8.3% |
| t | 7955 | 7.5% |
| i | 7820 | 7.4% |
| s | 7666 | 7.2% |
| 5853 | 5.5% | |
| o | 5715 | 5.4% |
| l | 5203 | 4.9% |
| r | 5084 | 4.8% |
| Other values (32) | 29899 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 99649 | |
| Space Separator | 5853 | 5.5% |
| Math Symbol | 283 | 0.3% |
| Other Punctuation | 121 | 0.1% |
| Decimal Number | 65 | 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11187 | |
| e | 10829 | |
| n | 8761 | 8.8% |
| t | 7955 | 8.0% |
| i | 7820 | 7.8% |
| s | 7666 | 7.7% |
| o | 5715 | 5.7% |
| l | 5203 | 5.2% |
| r | 5084 | 5.1% |
| c | 4970 | 5.0% |
| Other values (16) | 24459 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 31 | |
| 3 | 11 | 16.9% |
| 1 | 6 | 9.2% |
| 0 | 5 | 7.7% |
| 4 | 3 | 4.6% |
| 9 | 3 | 4.6% |
| 8 | 2 | 3.1% |
| 5 | 2 | 3.1% |
| 6 | 2 | 3.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 84 | |
| # | 24 | 19.8% |
| / | 7 | 5.8% |
| & | 6 | 5.0% |
Space Separator
| Value | Count | Frequency (%) |
| 5853 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 283 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 99649 | |
| Common | 6323 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11187 | |
| e | 10829 | |
| n | 8761 | 8.8% |
| t | 7955 | 8.0% |
| i | 7820 | 7.8% |
| s | 7666 | 7.7% |
| o | 5715 | 5.7% |
| l | 5203 | 5.2% |
| r | 5084 | 5.1% |
| c | 4970 | 5.0% |
| Other values (16) | 24459 |
Common
| Value | Count | Frequency (%) |
| 5853 | ||
| + | 283 | 4.5% |
| . | 84 | 1.3% |
| 2 | 31 | 0.5% |
| # | 24 | 0.4% |
| 3 | 11 | 0.2% |
| / | 7 | 0.1% |
| & | 6 | 0.1% |
| 1 | 6 | 0.1% |
| 0 | 5 | 0.1% |
| Other values (6) | 13 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105972 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11187 | 10.6% |
| e | 10829 | 10.2% |
| n | 8761 | 8.3% |
| t | 7955 | 7.5% |
| i | 7820 | 7.4% |
| s | 7666 | 7.2% |
| 5853 | 5.5% | |
| o | 5715 | 5.4% |
| l | 5203 | 4.9% |
| r | 5084 | 4.8% |
| Other values (32) | 29899 |
skill_3
Text
| Distinct | 1938 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 155 |
|---|---|
| Median length | 39 |
| Mean length | 11.713973 |
| Min length | 1 |
Characters and Unicode
| Total characters | 106972 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1117 ? |
|---|---|
| Unique (%) | 12.2% |
Sample
| 1st row | tableau |
|---|---|
| 2nd row | vlookup |
| 3rd row | data visualization |
| 4th row | statistics |
| 5th row | advance excel |
| Value | Count | Frequency (%) |
| data | 883 | 5.9% |
| web | 612 | 4.1% |
| analysis | 589 | 4.0% |
| management | 454 | 3.1% |
| development | 295 | 2.0% |
| technologies | 279 | 1.9% |
| sql | 234 | 1.6% |
| sales | 183 | 1.2% |
| analytical | 170 | 1.1% |
| coding | 166 | 1.1% |
| Other values (1357) | 11003 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11153 | 10.4% |
| a | 10824 | 10.1% |
| n | 8883 | 8.3% |
| i | 7948 | 7.4% |
| t | 7781 | 7.3% |
| s | 7551 | 7.1% |
| o | 5988 | 5.6% |
| 5740 | 5.4% | |
| l | 5548 | 5.2% |
| r | 5032 | 4.7% |
| Other values (32) | 30524 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100942 | |
| Space Separator | 5740 | 5.4% |
| Math Symbol | 136 | 0.1% |
| Other Punctuation | 101 | 0.1% |
| Decimal Number | 49 | < 0.1% |
| Open Punctuation | 2 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11153 | |
| a | 10824 | |
| n | 8883 | 8.8% |
| i | 7948 | 7.9% |
| t | 7781 | 7.7% |
| s | 7551 | 7.5% |
| o | 5988 | 5.9% |
| l | 5548 | 5.5% |
| r | 5032 | 5.0% |
| c | 4979 | 4.9% |
| Other values (16) | 25255 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 28 | |
| 3 | 8 | 16.3% |
| 0 | 6 | 12.2% |
| 4 | 3 | 6.1% |
| 9 | 1 | 2.0% |
| 1 | 1 | 2.0% |
| 6 | 1 | 2.0% |
| 5 | 1 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 79 | |
| # | 8 | 7.9% |
| / | 8 | 7.9% |
| & | 6 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 5740 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 136 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 100942 | |
| Common | 6030 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11153 | |
| a | 10824 | |
| n | 8883 | 8.8% |
| i | 7948 | 7.9% |
| t | 7781 | 7.7% |
| s | 7551 | 7.5% |
| o | 5988 | 5.9% |
| l | 5548 | 5.5% |
| r | 5032 | 5.0% |
| c | 4979 | 4.9% |
| Other values (16) | 25255 |
Common
| Value | Count | Frequency (%) |
| 5740 | ||
| + | 136 | 2.3% |
| . | 79 | 1.3% |
| 2 | 28 | 0.5% |
| 3 | 8 | 0.1% |
| # | 8 | 0.1% |
| / | 8 | 0.1% |
| 0 | 6 | 0.1% |
| & | 6 | 0.1% |
| 4 | 3 | < 0.1% |
| Other values (6) | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 106972 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 11153 | 10.4% |
| a | 10824 | 10.1% |
| n | 8883 | 8.3% |
| i | 7948 | 7.4% |
| t | 7781 | 7.3% |
| s | 7551 | 7.1% |
| o | 5988 | 5.6% |
| 5740 | 5.4% | |
| l | 5548 | 5.2% |
| r | 5032 | 4.7% |
| Other values (32) | 30524 |
skill_4
Text
| Distinct | 1992 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 66 |
|---|---|
| Median length | 33 |
| Mean length | 11.617718 |
| Min length | 1 |
Characters and Unicode
| Total characters | 106093 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1136 ? |
|---|---|
| Unique (%) | 12.4% |
Sample
| 1st row | python |
|---|---|
| 2nd row | data analysis |
| 3rd row | data reporting |
| 4th row | data reporting |
| 5th row | sql |
| Value | Count | Frequency (%) |
| data | 637 | 4.4% |
| web | 498 | 3.4% |
| management | 443 | 3.1% |
| development | 302 | 2.1% |
| sql | 287 | 2.0% |
| analysis | 286 | 2.0% |
| analytical | 259 | 1.8% |
| technologies | 200 | 1.4% |
| learning | 196 | 1.4% |
| javascript | 191 | 1.3% |
| Other values (1350) | 11188 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11016 | 10.4% |
| a | 10529 | 9.9% |
| n | 8715 | 8.2% |
| i | 8244 | 7.8% |
| t | 7702 | 7.3% |
| s | 7015 | 6.6% |
| o | 5862 | 5.5% |
| l | 5539 | 5.2% |
| 5357 | 5.0% | |
| r | 5258 | 5.0% |
| Other values (30) | 30856 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100513 | |
| Space Separator | 5357 | 5.0% |
| Other Punctuation | 103 | 0.1% |
| Decimal Number | 64 | 0.1% |
| Math Symbol | 56 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11016 | |
| a | 10529 | |
| n | 8715 | 8.7% |
| i | 8244 | 8.2% |
| t | 7702 | 7.7% |
| s | 7015 | 7.0% |
| o | 5862 | 5.8% |
| l | 5539 | 5.5% |
| r | 5258 | 5.2% |
| c | 5194 | 5.2% |
| Other values (16) | 25439 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 34 | |
| 3 | 11 | 17.2% |
| 0 | 7 | 10.9% |
| 4 | 5 | 7.8% |
| 5 | 3 | 4.7% |
| 6 | 2 | 3.1% |
| 8 | 1 | 1.6% |
| 1 | 1 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 83 | |
| # | 9 | 8.7% |
| / | 8 | 7.8% |
| & | 3 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 5357 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 56 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 100513 | |
| Common | 5580 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11016 | |
| a | 10529 | |
| n | 8715 | 8.7% |
| i | 8244 | 8.2% |
| t | 7702 | 7.7% |
| s | 7015 | 7.0% |
| o | 5862 | 5.8% |
| l | 5539 | 5.5% |
| r | 5258 | 5.2% |
| c | 5194 | 5.2% |
| Other values (16) | 25439 |
Common
| Value | Count | Frequency (%) |
| 5357 | ||
| . | 83 | 1.5% |
| + | 56 | 1.0% |
| 2 | 34 | 0.6% |
| 3 | 11 | 0.2% |
| # | 9 | 0.2% |
| / | 8 | 0.1% |
| 0 | 7 | 0.1% |
| 4 | 5 | 0.1% |
| & | 3 | 0.1% |
| Other values (4) | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 106093 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 11016 | 10.4% |
| a | 10529 | 9.9% |
| n | 8715 | 8.2% |
| i | 8244 | 7.8% |
| t | 7702 | 7.3% |
| s | 7015 | 6.6% |
| o | 5862 | 5.5% |
| l | 5539 | 5.2% |
| 5357 | 5.0% | |
| r | 5258 | 5.0% |
| Other values (30) | 30856 |
skill_5
Text
| Distinct | 2037 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 74 |
|---|---|
| Median length | 32 |
| Mean length | 11.578077 |
| Min length | 1 |
Characters and Unicode
| Total characters | 105731 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1161 ? |
|---|---|
| Unique (%) | 12.7% |
Sample
| 1st row | sql |
|---|---|
| 2nd row | advance excel |
| 3rd row | reporting |
| 4th row | analytics |
| 5th row | sql |
| Value | Count | Frequency (%) |
| data | 571 | 4.0% |
| web | 466 | 3.3% |
| management | 446 | 3.1% |
| development | 387 | 2.7% |
| javascript | 297 | 2.1% |
| analytical | 252 | 1.8% |
| sql | 248 | 1.7% |
| learning | 214 | 1.5% |
| machine | 211 | 1.5% |
| analysis | 199 | 1.4% |
| Other values (1400) | 10926 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10884 | 10.3% |
| a | 10270 | 9.7% |
| n | 8532 | 8.1% |
| i | 8162 | 7.7% |
| t | 7957 | 7.5% |
| s | 6890 | 6.5% |
| o | 5860 | 5.5% |
| r | 5428 | 5.1% |
| l | 5383 | 5.1% |
| c | 5251 | 5.0% |
| Other values (34) | 31114 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100470 | |
| Space Separator | 5085 | 4.8% |
| Other Punctuation | 111 | 0.1% |
| Decimal Number | 51 | < 0.1% |
| Math Symbol | 12 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10884 | |
| a | 10270 | 10.2% |
| n | 8532 | 8.5% |
| i | 8162 | 8.1% |
| t | 7957 | 7.9% |
| s | 6890 | 6.9% |
| o | 5860 | 5.8% |
| r | 5428 | 5.4% |
| l | 5383 | 5.4% |
| c | 5251 | 5.2% |
| Other values (16) | 25853 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 14 | |
| 0 | 10 | |
| 3 | 8 | |
| 5 | 6 | |
| 1 | 5 | 9.8% |
| 4 | 3 | 5.9% |
| 8 | 2 | 3.9% |
| 9 | 1 | 2.0% |
| 6 | 1 | 2.0% |
| 7 | 1 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 92 | |
| & | 7 | 6.3% |
| # | 7 | 6.3% |
| / | 5 | 4.5% |
Space Separator
| Value | Count | Frequency (%) |
| 5085 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 12 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 100470 | |
| Common | 5261 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10884 | |
| a | 10270 | 10.2% |
| n | 8532 | 8.5% |
| i | 8162 | 8.1% |
| t | 7957 | 7.9% |
| s | 6890 | 6.9% |
| o | 5860 | 5.8% |
| r | 5428 | 5.4% |
| l | 5383 | 5.4% |
| c | 5251 | 5.2% |
| Other values (16) | 25853 |
Common
| Value | Count | Frequency (%) |
| 5085 | ||
| . | 92 | 1.7% |
| 2 | 14 | 0.3% |
| + | 12 | 0.2% |
| 0 | 10 | 0.2% |
| 3 | 8 | 0.2% |
| & | 7 | 0.1% |
| # | 7 | 0.1% |
| 5 | 6 | 0.1% |
| 1 | 5 | 0.1% |
| Other values (8) | 15 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10884 | 10.3% |
| a | 10270 | 9.7% |
| n | 8532 | 8.1% |
| i | 8162 | 7.7% |
| t | 7957 | 7.5% |
| s | 6890 | 6.5% |
| o | 5860 | 5.5% |
| r | 5428 | 5.1% |
| l | 5383 | 5.1% |
| c | 5251 | 5.0% |
| Other values (34) | 31114 |
skill_6
Text
| Distinct | 1944 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 30 |
| Mean length | 11.32074 |
| Min length | 1 |
Characters and Unicode
| Total characters | 103381 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1065 ? |
|---|---|
| Unique (%) | 11.7% |
Sample
| 1st row | data science |
|---|---|
| 2nd row | dashboards |
| 3rd row | statistics |
| 4th row | business intelligence |
| 5th row | advance excel |
| Value | Count | Frequency (%) |
| data | 578 | 4.2% |
| management | 416 | 3.0% |
| development | 354 | 2.6% |
| web | 328 | 2.4% |
| javascript | 293 | 2.1% |
| html | 225 | 1.6% |
| research | 205 | 1.5% |
| analysis | 182 | 1.3% |
| sql | 177 | 1.3% |
| machine | 167 | 1.2% |
| Other values (1369) | 10925 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10966 | 10.6% |
| a | 9575 | 9.3% |
| n | 8217 | 7.9% |
| t | 8099 | 7.8% |
| i | 7936 | 7.7% |
| s | 6847 | 6.6% |
| o | 5951 | 5.8% |
| r | 5670 | 5.5% |
| c | 4834 | 4.7% |
| l | 4820 | 4.7% |
| Other values (31) | 30466 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 98463 | |
| Space Separator | 4719 | 4.6% |
| Other Punctuation | 110 | 0.1% |
| Decimal Number | 75 | 0.1% |
| Math Symbol | 14 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10966 | |
| a | 9575 | 9.7% |
| n | 8217 | 8.3% |
| t | 8099 | 8.2% |
| i | 7936 | 8.1% |
| s | 6847 | 7.0% |
| o | 5951 | 6.0% |
| r | 5670 | 5.8% |
| c | 4834 | 4.9% |
| l | 4820 | 4.9% |
| Other values (16) | 25548 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 27 | |
| 0 | 15 | |
| 3 | 14 | |
| 1 | 5 | 6.7% |
| 4 | 5 | 6.7% |
| 7 | 3 | 4.0% |
| 5 | 3 | 4.0% |
| 8 | 2 | 2.7% |
| 6 | 1 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 71 | |
| # | 27 | 24.5% |
| / | 9 | 8.2% |
| & | 3 | 2.7% |
Space Separator
| Value | Count | Frequency (%) |
| 4719 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 98463 | |
| Common | 4918 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10966 | |
| a | 9575 | 9.7% |
| n | 8217 | 8.3% |
| t | 8099 | 8.2% |
| i | 7936 | 8.1% |
| s | 6847 | 7.0% |
| o | 5951 | 6.0% |
| r | 5670 | 5.8% |
| c | 4834 | 4.9% |
| l | 4820 | 4.9% |
| Other values (16) | 25548 |
Common
| Value | Count | Frequency (%) |
| 4719 | ||
| . | 71 | 1.4% |
| # | 27 | 0.5% |
| 2 | 27 | 0.5% |
| 0 | 15 | 0.3% |
| + | 14 | 0.3% |
| 3 | 14 | 0.3% |
| / | 9 | 0.2% |
| 1 | 5 | 0.1% |
| 4 | 5 | 0.1% |
| Other values (5) | 12 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 103381 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10966 | 10.6% |
| a | 9575 | 9.3% |
| n | 8217 | 7.9% |
| t | 8099 | 7.8% |
| i | 7936 | 7.7% |
| s | 6847 | 6.6% |
| o | 5951 | 5.8% |
| r | 5670 | 5.5% |
| c | 4834 | 4.7% |
| l | 4820 | 4.7% |
| Other values (31) | 30466 |
skill_7
Text
| Distinct | 1888 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 78 |
|---|---|
| Median length | 31 |
| Mean length | 11.028362 |
| Min length | 1 |
Characters and Unicode
| Total characters | 100711 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1040 ? |
|---|---|
| Unique (%) | 11.4% |
Sample
| 1st row | data |
|---|---|
| 2nd row | data reporting |
| 3rd row | analytics |
| 4th row | data management |
| 5th row | analytical skills |
| Value | Count | Frequency (%) |
| data | 572 | 4.2% |
| management | 468 | 3.5% |
| development | 322 | 2.4% |
| web | 316 | 2.3% |
| html | 245 | 1.8% |
| javascript | 214 | 1.6% |
| research | 205 | 1.5% |
| sql | 191 | 1.4% |
| software | 166 | 1.2% |
| analytics | 162 | 1.2% |
| Other values (1326) | 10677 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10521 | 10.4% |
| a | 9165 | 9.1% |
| n | 8208 | 8.2% |
| t | 8097 | 8.0% |
| i | 7636 | 7.6% |
| s | 6839 | 6.8% |
| o | 6157 | 6.1% |
| r | 5600 | 5.6% |
| c | 4518 | 4.5% |
| l | 4436 | 4.4% |
| Other values (33) | 29534 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 96094 | |
| Space Separator | 4406 | 4.4% |
| Other Punctuation | 105 | 0.1% |
| Decimal Number | 94 | 0.1% |
| Math Symbol | 11 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10521 | |
| a | 9165 | 9.5% |
| n | 8208 | 8.5% |
| t | 8097 | 8.4% |
| i | 7636 | 7.9% |
| s | 6839 | 7.1% |
| o | 6157 | 6.4% |
| r | 5600 | 5.8% |
| c | 4518 | 4.7% |
| l | 4436 | 4.6% |
| Other values (16) | 24917 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 30 | |
| 0 | 15 | |
| 3 | 12 | 12.8% |
| 4 | 9 | 9.6% |
| 8 | 8 | 8.5% |
| 1 | 8 | 8.5% |
| 5 | 5 | 5.3% |
| 7 | 4 | 4.3% |
| 6 | 2 | 2.1% |
| 9 | 1 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 94 | |
| # | 5 | 4.8% |
| / | 3 | 2.9% |
| & | 3 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 4406 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 11 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 96094 | |
| Common | 4617 | 4.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10521 | |
| a | 9165 | 9.5% |
| n | 8208 | 8.5% |
| t | 8097 | 8.4% |
| i | 7636 | 7.9% |
| s | 6839 | 7.1% |
| o | 6157 | 6.4% |
| r | 5600 | 5.8% |
| c | 4518 | 4.7% |
| l | 4436 | 4.6% |
| Other values (16) | 24917 |
Common
| Value | Count | Frequency (%) |
| 4406 | ||
| . | 94 | 2.0% |
| 2 | 30 | 0.6% |
| 0 | 15 | 0.3% |
| 3 | 12 | 0.3% |
| + | 11 | 0.2% |
| 4 | 9 | 0.2% |
| 8 | 8 | 0.2% |
| 1 | 8 | 0.2% |
| # | 5 | 0.1% |
| Other values (7) | 19 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100711 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10521 | 10.4% |
| a | 9165 | 9.1% |
| n | 8208 | 8.2% |
| t | 8097 | 8.0% |
| i | 7636 | 7.6% |
| s | 6839 | 6.8% |
| o | 6157 | 6.1% |
| r | 5600 | 5.6% |
| c | 4518 | 4.5% |
| l | 4436 | 4.4% |
| Other values (33) | 29534 |
skill_8
Text
| Distinct | 1806 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 37 |
|---|---|
| Median length | 28 |
| Mean length | 10.78767 |
| Min length | 1 |
Characters and Unicode
| Total characters | 98513 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 999 ? |
|---|---|
| Unique (%) | 10.9% |
Sample
| 1st row | science |
|---|---|
| 2nd row | advance excel |
| 3rd row | data |
| 4th row | data analysis |
| 5th row | sql |
| Value | Count | Frequency (%) |
| data | 477 | 3.6% |
| management | 406 | 3.1% |
| development | 339 | 2.5% |
| sql | 298 | 2.2% |
| web | 258 | 1.9% |
| html | 237 | 1.8% |
| analytics | 213 | 1.6% |
| software | 193 | 1.5% |
| business | 191 | 1.4% |
| research | 184 | 1.4% |
| Other values (1261) | 10501 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10047 | 10.2% |
| n | 8303 | 8.4% |
| a | 8245 | 8.4% |
| t | 7934 | 8.1% |
| i | 7831 | 7.9% |
| s | 6923 | 7.0% |
| o | 6816 | 6.9% |
| r | 5333 | 5.4% |
| c | 4372 | 4.4% |
| l | 4274 | 4.3% |
| Other values (30) | 28435 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 94190 | |
| Space Separator | 4166 | 4.2% |
| Other Punctuation | 86 | 0.1% |
| Decimal Number | 49 | < 0.1% |
| Math Symbol | 22 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10047 | |
| n | 8303 | 8.8% |
| a | 8245 | 8.8% |
| t | 7934 | 8.4% |
| i | 7831 | 8.3% |
| s | 6923 | 7.4% |
| o | 6816 | 7.2% |
| r | 5333 | 5.7% |
| c | 4372 | 4.6% |
| l | 4274 | 4.5% |
| Other values (16) | 24112 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 23 | |
| 3 | 14 | |
| 4 | 4 | 8.2% |
| 1 | 2 | 4.1% |
| 7 | 2 | 4.1% |
| 0 | 2 | 4.1% |
| 8 | 1 | 2.0% |
| 5 | 1 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 78 | |
| / | 6 | 7.0% |
| # | 1 | 1.2% |
| & | 1 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 4166 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94190 | |
| Common | 4323 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10047 | |
| n | 8303 | 8.8% |
| a | 8245 | 8.8% |
| t | 7934 | 8.4% |
| i | 7831 | 8.3% |
| s | 6923 | 7.4% |
| o | 6816 | 7.2% |
| r | 5333 | 5.7% |
| c | 4372 | 4.6% |
| l | 4274 | 4.5% |
| Other values (16) | 24112 |
Common
| Value | Count | Frequency (%) |
| 4166 | ||
| . | 78 | 1.8% |
| 2 | 23 | 0.5% |
| + | 22 | 0.5% |
| 3 | 14 | 0.3% |
| / | 6 | 0.1% |
| 4 | 4 | 0.1% |
| 1 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 0 | 2 | < 0.1% |
| Other values (4) | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98513 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10047 | 10.2% |
| n | 8303 | 8.4% |
| a | 8245 | 8.4% |
| t | 7934 | 8.1% |
| i | 7831 | 7.9% |
| s | 6923 | 7.0% |
| o | 6816 | 6.9% |
| r | 5333 | 5.4% |
| c | 4372 | 4.4% |
| l | 4274 | 4.3% |
| Other values (30) | 28435 |
is_remote
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| 0 | |
|---|---|
| 1 | 254 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9132 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9132 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9132 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8878 | |
| 1 | 254 | 2.8% |
norm_review
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.70254599 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.625 |
| median | 0.75 |
| Q3 | 0.825 |
| 95-th percentile | 0.975 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.19208394 |
|---|---|
| Coefficient of variation (CV) | 0.27341119 |
| Kurtosis | 1.7893354 |
| Mean | 0.70254599 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -1.1316837 |
| Sum | 6415.65 |
| Variance | 0.036896239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.75 | 1039 | 11.4% |
| 0.775 | 671 | 7.3% |
| 0.8 | 584 | 6.4% |
| 0.725 | 530 | 5.8% |
| 0.7 | 526 | 5.8% |
| 0.825 | 477 | 5.2% |
| 0.675 | 455 | 5.0% |
| 1 | 437 | 4.8% |
| 0.65 | 427 | 4.7% |
| 0.85 | 377 | 4.1% |
| Other values (31) | 3609 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.025 | 25 | |
| 0.05 | 34 | |
| 0.075 | 34 | |
| 0.1 | 17 | 0.2% |
| 0.125 | 27 | |
| 0.15 | 20 | |
| 0.175 | 29 | |
| 0.2 | 28 | |
| 0.225 | 33 |
| Value | Count | Frequency (%) |
| 1 | 437 | |
| 0.975 | 154 | 1.7% |
| 0.95 | 202 | 2.2% |
| 0.925 | 263 | 2.9% |
| 0.9 | 189 | 2.1% |
| 0.875 | 284 | |
| 0.85 | 377 | |
| 0.825 | 477 | |
| 0.8 | 584 | |
| 0.775 | 671 |
norm_branches
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9132 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9132 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9132 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9132 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7694 | |
| 1 | 1438 | 15.7% |
norm_max_year
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14750329 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 54 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.066666667 |
| Q1 | 0.1 |
| median | 0.13333333 |
| Q3 | 0.16666667 |
| 95-th percentile | 0.23333333 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.066666667 |
Descriptive statistics
| Standard deviation | 0.056260619 |
|---|---|
| Coefficient of variation (CV) | 0.38141943 |
| Kurtosis | 9.3456492 |
| Mean | 0.14750329 |
| Median Absolute Deviation (MAD) | 0.033333333 |
| Skewness | 1.1700083 |
| Sum | 1347 |
| Variance | 0.0031652572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1666666667 | 2064 | |
| 0.1 | 1935 | |
| 0.1333333333 | 1893 | |
| 0.2 | 1175 | |
| 0.06666666667 | 963 | |
| 0.2333333333 | 910 | |
| 0.2666666667 | 63 | 0.7% |
| 0 | 54 | 0.6% |
| 0.3333333333 | 38 | 0.4% |
| 0.3 | 11 | 0.1% |
| Other values (8) | 26 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 54 | 0.6% |
| 0.06666666667 | 963 | |
| 0.1 | 1935 | |
| 0.1333333333 | 1893 | |
| 0.1666666667 | 2064 | |
| 0.2 | 1175 | |
| 0.2333333333 | 910 | |
| 0.2666666667 | 63 | 0.7% |
| 0.3 | 11 | 0.1% |
| 0.3333333333 | 38 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.6666666667 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.5333333333 | 1 | < 0.1% |
| 0.5 | 9 | 0.1% |
| 0.4333333333 | 3 | < 0.1% |
| 0.4 | 7 | 0.1% |
| 0.3666666667 | 2 | < 0.1% |
| 0.3333333333 | 38 | |
| 0.3 | 11 | 0.1% |
composite_score
Real number (ℝ)
| Distinct | 253 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0075175 |
| Minimum | 0.066666667 |
|---|---|
| Maximum | 2.275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 71.5 KiB |
Quantile statistics
| Minimum | 0.066666667 |
|---|---|
| 5-th percentile | 0.48333333 |
| Q1 | 0.78333333 |
| median | 0.91666667 |
| Q3 | 1.0666667 |
| 95-th percentile | 1.95 |
| Maximum | 2.275 |
| Range | 2.2083333 |
| Interquartile range (IQR) | 0.28333333 |
Descriptive statistics
| Standard deviation | 0.42074486 |
|---|---|
| Coefficient of variation (CV) | 0.4176055 |
| Kurtosis | 0.93367673 |
| Mean | 1.0075175 |
| Median Absolute Deviation (MAD) | 0.14166667 |
| Skewness | 1.1503076 |
| Sum | 9200.65 |
| Variance | 0.17702624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9166666667 | 245 | 2.7% |
| 0.8833333333 | 237 | 2.6% |
| 0.85 | 234 | 2.6% |
| 0.95 | 195 | 2.1% |
| 0.9083333333 | 174 | 1.9% |
| 0.9833333333 | 171 | 1.9% |
| 0.8166666667 | 169 | 1.9% |
| 0.925 | 160 | 1.8% |
| 0.9416666667 | 156 | 1.7% |
| 0.8416666667 | 156 | 1.7% |
| Other values (243) | 7235 |
| Value | Count | Frequency (%) |
| 0.06666666667 | 4 | < 0.1% |
| 0.09166666667 | 1 | < 0.1% |
| 0.1 | 10 | |
| 0.1166666667 | 4 | < 0.1% |
| 0.125 | 4 | < 0.1% |
| 0.1333333333 | 9 | |
| 0.15 | 8 | |
| 0.1583333333 | 2 | < 0.1% |
| 0.1666666667 | 12 | |
| 0.175 | 8 |
| Value | Count | Frequency (%) |
| 2.275 | 1 | < 0.1% |
| 2.233333333 | 10 | |
| 2.208333333 | 2 | < 0.1% |
| 2.2 | 10 | |
| 2.183333333 | 3 | < 0.1% |
| 2.175 | 3 | < 0.1% |
| 2.166666667 | 24 | |
| 2.158333333 | 6 | 0.1% |
| 2.15 | 3 | < 0.1% |
| 2.141666667 | 10 |
Company Size
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| Medium | |
|---|---|
| Very Small | |
| Large | |
| Small | |
| Very Large |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 7.1719229 |
| Min length | 5 |
Characters and Unicode
| Total characters | 65494 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | Very Large |
| 4th row | Very Small |
| 5th row | Very Large |
Common Values
| Value | Count | Frequency (%) |
| Medium | 1889 | |
| Very Small | 1839 | |
| Large | 1835 | |
| Small | 1819 | |
| Very Large | 1750 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| small | 3658 | |
| very | 3589 | |
| large | 3585 | |
| medium | 1889 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9063 | |
| l | 7316 | |
| a | 7243 | |
| r | 7174 | |
| m | 5547 | |
| S | 3658 | 5.6% |
| V | 3589 | 5.5% |
| y | 3589 | 5.5% |
| 3589 | 5.5% | |
| L | 3585 | 5.5% |
| Other values (5) | 11141 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 49184 | |
| Uppercase Letter | 12721 | 19.4% |
| Space Separator | 3589 | 5.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9063 | |
| l | 7316 | |
| a | 7243 | |
| r | 7174 | |
| m | 5547 | |
| y | 3589 | 7.3% |
| g | 3585 | 7.3% |
| d | 1889 | 3.8% |
| i | 1889 | 3.8% |
| u | 1889 | 3.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3658 | |
| V | 3589 | |
| L | 3585 | |
| M | 1889 |
Space Separator
| Value | Count | Frequency (%) |
| 3589 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 61905 | |
| Common | 3589 | 5.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9063 | |
| l | 7316 | |
| a | 7243 | |
| r | 7174 | |
| m | 5547 | |
| S | 3658 | |
| V | 3589 | 5.8% |
| y | 3589 | 5.8% |
| L | 3585 | 5.8% |
| g | 3585 | 5.8% |
| Other values (4) | 7556 |
Common
| Value | Count | Frequency (%) |
| 3589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 65494 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9063 | |
| l | 7316 | |
| a | 7243 | |
| r | 7174 | |
| m | 5547 | |
| S | 3658 | 5.6% |
| V | 3589 | 5.5% |
| y | 3589 | 5.5% |
| 3589 | 5.5% | |
| L | 3585 | 5.5% |
| Other values (5) | 11141 |
Job Category
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
| Developer and Engineering | |
|---|---|
| Data and Analysis | |
| Others | |
| Marketing and Sales | |
| Creative and Design | |
| Other values (3) |
Length
| Max length | 30 |
|---|---|
| Median length | 25 |
| Mean length | 18.746058 |
| Min length | 6 |
Characters and Unicode
| Total characters | 171189 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Data and Analysis |
|---|---|
| 2nd row | Data and Analysis |
| 3rd row | Data and Analysis |
| 4th row | Data and Analysis |
| 5th row | Data and Analysis |
Common Values
| Value | Count | Frequency (%) |
| Developer and Engineering | 3396 | |
| Data and Analysis | 2427 | |
| Others | 1580 | |
| Marketing and Sales | 545 | 6.0% |
| Creative and Design | 419 | 4.6% |
| Management and Strategic Roles | 411 | 4.5% |
| Customer Support | 259 | 2.8% |
| Research | 95 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| and | 7198 | |
| developer | 3396 | |
| engineering | 3396 | |
| data | 2427 | 10.0% |
| analysis | 2427 | 10.0% |
| others | 1580 | 6.5% |
| marketing | 545 | 2.3% |
| sales | 545 | 2.3% |
| creative | 419 | 1.7% |
| design | 419 | 1.7% |
| Other values (6) | 1846 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23000 | |
| n | 21599 | |
| a | 17316 | |
| 15066 | 8.8% | |
| i | 11013 | 6.4% |
| r | 10360 | 6.1% |
| g | 8578 | 5.0% |
| s | 8163 | 4.8% |
| d | 7198 | 4.2% |
| l | 6779 | 4.0% |
| Other values (18) | 42117 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 139123 | |
| Uppercase Letter | 17000 | 9.9% |
| Space Separator | 15066 | 8.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23000 | |
| n | 21599 | |
| a | 17316 | |
| i | 11013 | |
| r | 10360 | |
| g | 8578 | 6.2% |
| s | 8163 | 5.9% |
| d | 7198 | 5.2% |
| l | 6779 | 4.9% |
| t | 6722 | 4.8% |
| Other values (9) | 18395 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 6242 | |
| E | 3396 | |
| A | 2427 | 14.3% |
| O | 1580 | 9.3% |
| S | 1215 | 7.1% |
| M | 956 | 5.6% |
| C | 678 | 4.0% |
| R | 506 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 15066 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 156123 | |
| Common | 15066 | 8.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23000 | |
| n | 21599 | |
| a | 17316 | |
| i | 11013 | 7.1% |
| r | 10360 | 6.6% |
| g | 8578 | 5.5% |
| s | 8163 | 5.2% |
| d | 7198 | 4.6% |
| l | 6779 | 4.3% |
| t | 6722 | 4.3% |
| Other values (17) | 35395 |
Common
| Value | Count | Frequency (%) |
| 15066 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 171189 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23000 | |
| n | 21599 | |
| a | 17316 | |
| 15066 | 8.8% | |
| i | 11013 | 6.4% |
| r | 10360 | 6.1% |
| g | 8578 | 5.0% |
| s | 8163 | 4.8% |
| d | 7198 | 4.2% |
| l | 6779 | 4.0% |
| Other values (18) | 42117 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.5 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 22 |
| Mean length | 14.860053 |
| Min length | 3 |
Characters and Unicode
| Total characters | 135702 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Data Analysis |
|---|---|
| 2nd row | Data Analysis |
| 3rd row | Data Analysis |
| 4th row | Data Analysis |
| 5th row | Business Intelligence (BI) |
| Value | Count | Frequency (%) |
| analysis | 3378 | |
| data | 3079 | |
| management | 2392 | |
| database | 861 | 5.0% |
| programming | 631 | 3.7% |
| others | 585 | 3.4% |
| business | 529 | 3.1% |
| intelligence | 529 | 3.1% |
| bi | 529 | 3.1% |
| supply | 460 | 2.7% |
| Other values (63) | 4291 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 20678 | |
| n | 14106 | 10.4% |
| e | 12110 | 8.9% |
| s | 10680 | 7.9% |
| t | 8871 | 6.5% |
| 8132 | 6.0% | |
| i | 7391 | 5.4% |
| l | 5277 | 3.9% |
| g | 4801 | 3.5% |
| r | 4564 | 3.4% |
| Other values (35) | 39092 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107885 | |
| Uppercase Letter | 18607 | 13.7% |
| Space Separator | 8132 | 6.0% |
| Open Punctuation | 539 | 0.4% |
| Close Punctuation | 539 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 20678 | |
| n | 14106 | |
| e | 12110 | |
| s | 10680 | |
| t | 8871 | |
| i | 7391 | 6.9% |
| l | 5277 | 4.9% |
| g | 4801 | 4.5% |
| r | 4564 | 4.2% |
| m | 4360 | 4.0% |
| Other values (15) | 15047 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 3941 | |
| A | 3502 | |
| M | 3211 | |
| I | 1304 | 7.0% |
| B | 1061 | 5.7% |
| P | 1042 | 5.6% |
| O | 872 | 4.7% |
| C | 857 | 4.6% |
| S | 823 | 4.4% |
| L | 782 | 4.2% |
| Other values (7) | 1212 | 6.5% |
Space Separator
| Value | Count | Frequency (%) |
| 8132 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 539 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 126492 | |
| Common | 9210 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 20678 | |
| n | 14106 | |
| e | 12110 | 9.6% |
| s | 10680 | 8.4% |
| t | 8871 | 7.0% |
| i | 7391 | 5.8% |
| l | 5277 | 4.2% |
| g | 4801 | 3.8% |
| r | 4564 | 3.6% |
| m | 4360 | 3.4% |
| Other values (32) | 33654 |
Common
| Value | Count | Frequency (%) |
| 8132 | ||
| ( | 539 | 5.9% |
| ) | 539 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 135702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 20678 | |
| n | 14106 | 10.4% |
| e | 12110 | 8.9% |
| s | 10680 | 7.9% |
| t | 8871 | 6.5% |
| 8132 | 6.0% | |
| i | 7391 | 5.4% |
| l | 5277 | 3.9% |
| g | 4801 | 3.5% |
| r | 4564 | 3.4% |
| Other values (35) | 39092 |
| Job_role | Company | job_pay | location | review | Job post length | min_year | max_year | more_branch | +3_branches | days | skill_1 | skill_2 | skill_3 | skill_4 | skill_5 | skill_6 | skill_7 | skill_8 | is_remote | norm_review | norm_branches | norm_max_year | composite_score | Company Size | Job Category | Primary Skill Category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Data Analyst | Outscal Technologies | 1500000.0 | Remote | 4.3 | 12 | 0 | 3 | 1 | 0 | 19 | data analysis | data visualization | tableau | python | sql | data science | data | science | 1 | 0.825 | 0 | 0.100000 | 0.925000 | Medium | Data and Analysis | Data Analysis |
| 1 | Data Analyst | Redbus | 550000.0 | Bangalore Rural | 4.3 | 12 | 1 | 3 | 2 | 0 | 7 | sql | mis reporting | vlookup | data analysis | advance excel | dashboards | data reporting | advance excel | 0 | 0.825 | 0 | 0.100000 | 0.925000 | Medium | Data and Analysis | Data Analysis |
| 2 | Data Analyst | Amiha Agro | 350000.0 | Ahmedabad(Shyamal Cross Road) | 2.2 | 12 | 2 | 4 | 3 | 1 | 5 | statistical data analysis | data analytics | data visualization | data reporting | reporting | statistics | analytics | data | 0 | 0.300 | 1 | 0.133333 | 1.433333 | Very Large | Data and Analysis | Data Analysis |
| 3 | Data Analyst | A K Infra Reality Developers | 237500.0 | Lucknow | 3.1 | 12 | 2 | 4 | 1 | 0 | 2 | data visualization | data extraction | statistics | data reporting | analytics | business intelligence | data management | data analysis | 0 | 0.525 | 0 | 0.133333 | 0.658333 | Very Small | Data and Analysis | Data Analysis |
| 4 | Data Analyst | Bolla Management | 562500.0 | Hyderabad(Kondapur) | 5.0 | 12 | 2 | 6 | 1 | 0 | 7 | vba coding | power bi | advance excel | sql | sql | advance excel | analytical skills | sql | 0 | 1.000 | 0 | 0.200000 | 1.200000 | Very Large | Data and Analysis | Business Intelligence (BI) |
| 5 | Data Analyst | Envision Software Engineering Pvt.Ltd | 725000.0 | Coimbatore | 3.7 | 12 | 2 | 7 | 1 | 0 | 7 | mis | troubleshooting skills | analytical skills | communicational skills | client interaction | interpretation | ms office | client | 0 | 0.675 | 0 | 0.233333 | 0.908333 | Medium | Data and Analysis | Data Analysis |
| 6 | Data Analyst | Growing E-commerce client of Societas Services. | 750000.0 | Mumbai (All Areas)(Vikhroli) | 4.1 | 12 | 2 | 5 | 3 | 1 | 4 | advance excel | advance excel | vlookup | hlookup | microsoft | advance excel | data analysis | data | 0 | 0.775 | 1 | 0.166667 | 1.941667 | Very Large | Data and Analysis | Data Analysis |
| 7 | Data Analyst | Connect India | 550000.0 | Bengaluru(HSR Layout) | 3.2 | 35 | 2 | 7 | 2 | 0 | 8 | python | front end | tableau | react.js | data | data analysis | end | development | 0 | 0.550 | 0 | 0.233333 | 0.783333 | Small | Data and Analysis | Data Analysis |
| 8 | Data Analyst | Annapurna Finance | 900000.0 | Bhubaneswar | 4.1 | 12 | 1 | 6 | 1 | 0 | 11 | adhoc analysis | power bi | advance excel | sql | data | bi | adhoc testing | data analysis | 0 | 0.775 | 0 | 0.200000 | 0.975000 | Large | Data and Analysis | Data Analysis |
| 9 | Data Analyst | Amneal Pharmaceuticals | 537500.0 | Ahmedabad(Prahlad Nagar) | 4.3 | 43 | 2 | 7 | 2 | 0 | 12 | billing | accounts payable | invoicing | data analysis | payables | accounting | sustainability | hiring | 0 | 0.825 | 0 | 0.233333 | 1.058333 | Large | Data and Analysis | Data Analysis |
| Job_role | Company | job_pay | location | review | Job post length | min_year | max_year | more_branch | +3_branches | days | skill_1 | skill_2 | skill_3 | skill_4 | skill_5 | skill_6 | skill_7 | skill_8 | is_remote | norm_review | norm_branches | norm_max_year | composite_score | Company Size | Job Category | Primary Skill Category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9122 | Software Developer | Solytics Partners | 8.796782e+05 | Pune | 4.0 | 16 | 2 | 6 | 1 | 0 | 30 | rca | multithreading | web technologies | web services | oops | data structures | unit testing | engineering design | 0 | 0.750 | 0 | 0.200000 | 0.950000 | Medium | Developer and Engineering | Computer Science |
| 9123 | Web Developer | Relay Human Cloud | 1.127076e+06 | Ahmedabad | 4.2 | 19 | 2 | 5 | 1 | 0 | 30 | project management | sql | sql | web development | javascript | php | html | ruby | 0 | 0.800 | 0 | 0.166667 | 0.966667 | Large | Developer and Engineering | Database Management |
| 9124 | Chat Support Executive | Plutonapps | 8.572058e+05 | Kolkata | 2.9 | 16 | 1 | 4 | 1 | 0 | 4 | relationship management | web technologies | data science | intern | machine learning | corporate | javascript | mongodb | 0 | 0.475 | 0 | 0.133333 | 0.608333 | Very Small | Customer Support | Machine Learning |
| 9125 | Manager | ASK Eva Ask Executive Virtual Assistance | 2.740776e+05 | Madurai | 2.9 | 24 | 2 | 5 | 1 | 0 | 4 | web technologies | retention management | client retention | cxo | management | retention | customer focus | client | 0 | 0.475 | 0 | 0.166667 | 0.641667 | Very Small | Customer Support | Management |
| 9126 | Associate | Commissum | 1.630115e+05 | Bengaluru | 2.9 | 14 | 1 | 3 | 1 | 0 | 4 | remediation | change management | information security analyst | web technologies | cloud services | information security | vulnerability | vulnerability management | 0 | 0.475 | 0 | 0.100000 | 0.575000 | Very Small | Others | Business Intelligence (BI) |
| 9127 | Associate | CPP Investments | 6.299904e+05 | Bengaluru | 2.9 | 19 | 2 | 5 | 1 | 0 | 30 | analytical skills | side | css | web technologies | debugging | senior associate l1 | javascript | data structures | 0 | 0.475 | 0 | 0.166667 | 0.641667 | Very Small | Others | Data Analysis |
| 9128 | Associate | CPP Investments | 5.411625e+05 | Mumbai | 2.9 | 34 | 1 | 3 | 1 | 0 | 30 | automation | manual testing | web technologies | senior associate quality assurance | defect tracking | test cases | sdlc | testing | 0 | 0.475 | 0 | 0.100000 | 0.575000 | Very Small | Others | Supply Chain Management |
| 9129 | Associate | Eurofins | 1.630115e+05 | Bengaluru | 3.0 | 14 | 1 | 3 | 1 | 0 | 30 | remediation | change management | information security analyst | web technologies | cloud services | information security | vulnerability | vulnerability management | 0 | 0.500 | 0 | 0.100000 | 0.600000 | Very Small | Others | Business Intelligence (BI) |
| 9130 | Developer | Vimerse Infotech | 5.390104e+05 | Chennai | 3.5 | 31 | 2 | 7 | 1 | 0 | 30 | css | web services | hybris | impex | jsp | sap erp | hibernate | sap hybris | 0 | 0.625 | 0 | 0.233333 | 0.858333 | Small | Developer and Engineering | Research and Analysis |
| 9131 | Tech_role/lead_role | Accenture | 9.581746e+05 | Pune | 4.0 | 20 | 2 | 4 | 1 | 0 | 26 | sap | application development | software development life cycle | troubleshooting | sdlc | rest | web services | sap erp | 0 | 0.750 | 0 | 0.133333 | 0.883333 | Medium | Others | Performance Management |